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Qwopus v2 nvfp4 quantization

BACKGROUND
3 SIGNALSFIRST DETECTED 28 March 2026
Narrative synthesis pending — 3 signals collected.
How the story developed
2 Oct
2.5
9 Apr
Qwopus v3 nvfp4/awq/fp8 quants
OPINION · WHAT · LocalLLaMA
5.9
28 Mar
Qwopus v2 nvfp4 quantization
OPINION · WHAT · LocalLLaMA
6.8
Other feeds and industry voices
27 Mar
Google TurboQuant blew up for KV cache. Here’s TurboQuant-v3 for the actual weights you load first. Runs on consumer GPUs today.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s5cggh/google_turboquant_blew_up_for_kv_cache_heres/"> <img alt="Google TurboQuant blew up for KV cache.

OPINION · WHEN · LocalLLaMAOPEN STORY
14 May
The End of the Memory Tax: How Google’s TurboQuant is Rewriting the Rules of Local RAG Systems

<p>Building a production-ready, fault-tolerant Retrieval-Augmented Generation system is an exercise in managing harsh tradeoffs. You want massive context, lightning-fast hybrid

REPORT · HOW · Dev.toOPEN STORY
24 Mar
Delta-KV for llama.cpp: near-lossless 4-bit KV cache on Llama 70B

<!-- SC_OFF --><div class="md"><p>I applied video compression to LLM inference and got <strong>10,000x less quantization error at the same storage cost</strong></p> <p><a

OPINION · WHAT · LocalLLaMAOPEN STORY
31 Mar
You guys seen this? 1-bit model with an MMLU-R of 65.7, 8B params

<!-- SC_OFF --><div class="md"><p>This is nuts.</p> <p><a href="https://huggingface.co/prism-ml/Bonsai-8B-gguf">prism-ml/Bonsai-8B-gguf · Hugging Face</a></p> <p>has anyone tested

OPINION · WHAT · LocalLLaMAOPEN STORY
14 Apr
Updated Qwen3.5-9B Quantization Comparison

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1sl59qq/updated_qwen359b_quantization_comparison/"> <img alt="Updated Qwen3.5-9B Quantization Comparison"

OPINION · WHAT · LocalLLaMAOPEN STORY
27 Mar
RYS Part 3: LLMs think in geometry, not language — new results across 4 models, including code and math

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s59rct/rys_part_3_llms_think_in_geometry_not_language/"> <img alt="RYS Part 3: LLMs think in geometry, not

OPINION · WHAT · LocalLLaMAOPEN STORY
22 Jul
Unsloth Quantization of Laguna S 2.1 Is Out

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1v34ob0/unsloth_quantization_of_laguna_s_21_is_out/"> <img alt="Unsloth Quantization of Laguna S 2.1 Is Out"

OPINION · WHAT · LocalLLaMAOPEN STORY
1 Apr
llama : rotate activations for better quantization by ggerganov · Pull Request #21038 · ggml-org/llama.cpp

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s9lge6/llama_rotate_activations_for_better_quantization/"> <img alt="llama : rotate activations for better

OPINION · WHAT · LocalLLaMAOPEN STORY
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